Guannan Liang's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
100-Days-Of-ML-Code
100 Days of ML Coding
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
bypass-paywalls-chrome
Bypass Paywalls web browser extension for Chrome and Firefox.
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
awesome-machine-learning-resources
😎 A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。
TeachYourselfCS-CN
TeachYourselfCS 的中文翻译 | A Chinese translation of TeachYourselfCS
MachineLearning_Python
机器学习算法python实现
RES-Interview-Notes
该仓库主要记录 推荐系统 算法工程师相关的面试题
Recommend-System-tf2.0
原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！
list_of_recommender_systems
A List of Recommender Systems and Resources
competitive-recsys
A collection of resources for Recommender Systems (RecSys)
Cold-Start-RecSys
Papers, codes , and framewroks that used in Recommender System to solve code-start challenge problem.
cracking-the-data-science-interview
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Learn-Data-Science-For-Free
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science.
NLP-Interview-Notes
:books: 专门为自然语言处理(NLP)面试准备的学习笔记与资料
NLPer-Interview
该仓库主要记录 NLP 算法工程师相关的面试题
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
PrivateDeepLearning
Differential Privacy Preservation in Deep Learning under Model Attacks
fucking-algorithm
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.